Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 2216 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 705.1 KiB |
| Average record size in memory | 325.8 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 16 |
| DateTime | 1 |
z_cost_contact has constant value "3" | Constant |
z_revenue has constant value "11" | Constant |
year_birth is highly overall correlated with age | High correlation |
income is highly overall correlated with mnt_wines and 11 other fields | High correlation |
mnt_wines is highly overall correlated with income and 11 other fields | High correlation |
mnt_fruits is highly overall correlated with income and 9 other fields | High correlation |
mnt_meat_products is highly overall correlated with income and 10 other fields | High correlation |
mnt_fish_products is highly overall correlated with income and 9 other fields | High correlation |
mnt_sweet_products is highly overall correlated with income and 9 other fields | High correlation |
mnt_gold_prods is highly overall correlated with income and 10 other fields | High correlation |
num_web_purchases is highly overall correlated with income and 7 other fields | High correlation |
num_catalog_purchases is highly overall correlated with income and 11 other fields | High correlation |
num_store_purchases is highly overall correlated with income and 10 other fields | High correlation |
num_web_visits_month is highly overall correlated with income and 2 other fields | High correlation |
age is highly overall correlated with year_birth | High correlation |
income_per_member is highly overall correlated with income and 12 other fields | High correlation |
total_spent is highly overall correlated with income and 11 other fields | High correlation |
kidhome is highly overall correlated with n_family_members and 1 other fields | High correlation |
teenhome is highly overall correlated with n_sons | High correlation |
accepted_cmp3 is highly overall correlated with total_accepted | High correlation |
accepted_cmp4 is highly overall correlated with total_accepted | High correlation |
accepted_cmp5 is highly overall correlated with mnt_wines and 2 other fields | High correlation |
accepted_cmp1 is highly overall correlated with total_accepted | High correlation |
accepted_cmp2 is highly overall correlated with total_accepted | High correlation |
n_family_members is highly overall correlated with income_per_member and 2 other fields | High correlation |
n_sons is highly overall correlated with kidhome and 2 other fields | High correlation |
total_accepted is highly overall correlated with accepted_cmp3 and 4 other fields | High correlation |
accepted_cmp3 is highly imbalanced (62.1%) | Imbalance |
accepted_cmp4 is highly imbalanced (61.9%) | Imbalance |
accepted_cmp5 is highly imbalanced (62.3%) | Imbalance |
accepted_cmp1 is highly imbalanced (65.7%) | Imbalance |
accepted_cmp2 is highly imbalanced (89.7%) | Imbalance |
complain is highly imbalanced (92.3%) | Imbalance |
total_accepted is highly imbalanced (57.1%) | Imbalance |
id has unique values | Unique |
recency has 28 (1.3%) zeros | Zeros |
mnt_fruits has 395 (17.8%) zeros | Zeros |
mnt_fish_products has 379 (17.1%) zeros | Zeros |
mnt_sweet_products has 413 (18.6%) zeros | Zeros |
mnt_gold_prods has 61 (2.8%) zeros | Zeros |
num_deals_purchases has 44 (2.0%) zeros | Zeros |
num_web_purchases has 48 (2.2%) zeros | Zeros |
num_catalog_purchases has 576 (26.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-13 15:24:31.645026 |
|---|---|
| Analysis finished | 2023-02-13 15:25:56.294271 |
| Duration | 1 minute and 24.65 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
id
Real number (ℝ)
| Distinct | 2216 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5588.3533 |
| Minimum | 0 |
|---|---|
| Maximum | 11191 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 572.75 |
| Q1 | 2814.75 |
| median | 5458.5 |
| Q3 | 8421.75 |
| 95-th percentile | 10676.5 |
| Maximum | 11191 |
| Range | 11191 |
| Interquartile range (IQR) | 5607 |
Descriptive statistics
| Standard deviation | 3249.3763 |
|---|---|
| Coefficient of variation (CV) | 0.58145505 |
| Kurtosis | -1.1896767 |
| Mean | 5588.3533 |
| Median Absolute Deviation (MAD) | 2791 |
| Skewness | 0.040459216 |
| Sum | 12383791 |
| Variance | 10558446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5524 | 1 | < 0.1% |
| 6885 | 1 | < 0.1% |
| 3478 | 1 | < 0.1% |
| 7494 | 1 | < 0.1% |
| 1763 | 1 | < 0.1% |
| 7250 | 1 | < 0.1% |
| 2005 | 1 | < 0.1% |
| 10770 | 1 | < 0.1% |
| 2072 | 1 | < 0.1% |
| 3643 | 1 | < 0.1% |
| Other values (2206) | 2206 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 9 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 20 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 35 | 1 |
| Value | Count | Frequency (%) |
| 11191 | 1 | |
| 11188 | 1 | |
| 11187 | 1 | |
| 11181 | 1 | |
| 11178 | 1 | |
| 11176 | 1 | |
| 11171 | 1 | |
| 11166 | 1 | |
| 11148 | 1 | |
| 11133 | 1 |
year_birth
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1968.8204 |
| Minimum | 1893 |
|---|---|
| Maximum | 1996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 1893 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1959 |
| median | 1970 |
| Q3 | 1977 |
| 95-th percentile | 1988 |
| Maximum | 1996 |
| Range | 103 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.985554 |
|---|---|
| Coefficient of variation (CV) | 0.0060876828 |
| Kurtosis | 0.73467044 |
| Mean | 1968.8204 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.35366147 |
| Sum | 4362906 |
| Variance | 143.65351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1976 | 89 | 4.0% |
| 1971 | 86 | 3.9% |
| 1975 | 83 | 3.7% |
| 1972 | 78 | 3.5% |
| 1978 | 76 | 3.4% |
| 1970 | 75 | 3.4% |
| 1965 | 74 | 3.3% |
| 1973 | 72 | 3.2% |
| 1969 | 70 | 3.2% |
| 1974 | 69 | 3.1% |
| Other values (49) | 1444 |
| Value | Count | Frequency (%) |
| 1893 | 1 | < 0.1% |
| 1899 | 1 | < 0.1% |
| 1900 | 1 | < 0.1% |
| 1940 | 1 | < 0.1% |
| 1941 | 1 | < 0.1% |
| 1943 | 6 | 0.3% |
| 1944 | 7 | |
| 1945 | 8 | |
| 1946 | 16 | |
| 1947 | 16 |
| Value | Count | Frequency (%) |
| 1996 | 2 | 0.1% |
| 1995 | 5 | 0.2% |
| 1994 | 3 | 0.1% |
| 1993 | 5 | 0.2% |
| 1992 | 13 | |
| 1991 | 15 | |
| 1990 | 18 | |
| 1989 | 29 | |
| 1988 | 29 | |
| 1987 | 27 |
education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| Graduation | |
|---|---|
| PhD | |
| Master | |
| 2n Cycle | |
| Basic | 54 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 7.5194043 |
| Min length | 3 |
Characters and Unicode
| Total characters | 16663 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Graduation |
|---|---|
| 2nd row | Graduation |
| 3rd row | Graduation |
| 4th row | Graduation |
| 5th row | PhD |
Common Values
| Value | Count | Frequency (%) |
| Graduation | 1116 | |
| PhD | 481 | |
| Master | 365 | 16.5% |
| 2n Cycle | 200 | 9.0% |
| Basic | 54 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduation | 1116 | |
| phd | 481 | |
| master | 365 | 15.1% |
| 2n | 200 | 8.3% |
| cycle | 200 | 8.3% |
| basic | 54 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2651 | |
| r | 1481 | |
| t | 1481 | |
| n | 1316 | 7.9% |
| i | 1170 | 7.0% |
| G | 1116 | 6.7% |
| d | 1116 | 6.7% |
| u | 1116 | 6.7% |
| o | 1116 | 6.7% |
| e | 565 | 3.4% |
| Other values (12) | 3535 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13566 | |
| Uppercase Letter | 2697 | 16.2% |
| Decimal Number | 200 | 1.2% |
| Space Separator | 200 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2651 | |
| r | 1481 | |
| t | 1481 | |
| n | 1316 | |
| i | 1170 | |
| d | 1116 | |
| u | 1116 | |
| o | 1116 | |
| e | 565 | 4.2% |
| h | 481 | 3.5% |
| Other values (4) | 1073 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1116 | |
| D | 481 | |
| P | 481 | |
| M | 365 | 13.5% |
| C | 200 | 7.4% |
| B | 54 | 2.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 200 |
Space Separator
| Value | Count | Frequency (%) |
| 200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16263 | |
| Common | 400 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2651 | |
| r | 1481 | |
| t | 1481 | |
| n | 1316 | |
| i | 1170 | 7.2% |
| G | 1116 | 6.9% |
| d | 1116 | 6.9% |
| u | 1116 | 6.9% |
| o | 1116 | 6.9% |
| e | 565 | 3.5% |
| Other values (10) | 3135 |
Common
| Value | Count | Frequency (%) |
| 2 | 200 | |
| 200 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16663 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2651 | |
| r | 1481 | |
| t | 1481 | |
| n | 1316 | 7.9% |
| i | 1170 | 7.0% |
| G | 1116 | 6.7% |
| d | 1116 | 6.7% |
| u | 1116 | 6.7% |
| o | 1116 | 6.7% |
| e | 565 | 3.4% |
| Other values (12) | 3535 |
marital_status
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| Married | |
|---|---|
| Together | |
| Single | |
| Divorced | |
| Widow | 76 |
| Other values (3) | 7 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.0758123 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15680 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Single |
| 3rd row | Together |
| 4th row | Together |
| 5th row | Married |
Common Values
| Value | Count | Frequency (%) |
| Married | 857 | |
| Together | 573 | |
| Single | 471 | |
| Divorced | 232 | 10.5% |
| Widow | 76 | 3.4% |
| Alone | 3 | 0.1% |
| Absurd | 2 | 0.1% |
| YOLO | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| married | 857 | |
| together | 573 | |
| single | 471 | |
| divorced | 232 | 10.5% |
| widow | 76 | 3.4% |
| alone | 3 | 0.1% |
| absurd | 2 | 0.1% |
| yolo | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2709 | |
| r | 2521 | |
| i | 1636 | |
| d | 1167 | |
| g | 1044 | 6.7% |
| o | 884 | 5.6% |
| M | 857 | 5.5% |
| a | 857 | 5.5% |
| T | 573 | 3.7% |
| t | 573 | 3.7% |
| Other values (16) | 2859 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13458 | |
| Uppercase Letter | 2222 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2709 | |
| r | 2521 | |
| i | 1636 | |
| d | 1167 | |
| g | 1044 | 7.8% |
| o | 884 | 6.6% |
| a | 857 | 6.4% |
| t | 573 | 4.3% |
| h | 573 | 4.3% |
| n | 474 | 3.5% |
| Other values (7) | 1020 | 7.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 857 | |
| T | 573 | |
| S | 471 | |
| D | 232 | 10.4% |
| W | 76 | 3.4% |
| A | 5 | 0.2% |
| O | 4 | 0.2% |
| Y | 2 | 0.1% |
| L | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15680 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2709 | |
| r | 2521 | |
| i | 1636 | |
| d | 1167 | |
| g | 1044 | 6.7% |
| o | 884 | 5.6% |
| M | 857 | 5.5% |
| a | 857 | 5.5% |
| T | 573 | 3.7% |
| t | 573 | 3.7% |
| Other values (16) | 2859 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15680 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2709 | |
| r | 2521 | |
| i | 1636 | |
| d | 1167 | |
| g | 1044 | 6.7% |
| o | 884 | 5.6% |
| M | 857 | 5.5% |
| a | 857 | 5.5% |
| T | 573 | 3.7% |
| t | 573 | 3.7% |
| Other values (16) | 2859 |
income
Real number (ℝ)
| Distinct | 1974 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52247.251 |
| Minimum | 1730 |
|---|---|
| Maximum | 666666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 1730 |
|---|---|
| 5-th percentile | 18985.5 |
| Q1 | 35303 |
| median | 51381.5 |
| Q3 | 68522 |
| 95-th percentile | 84130 |
| Maximum | 666666 |
| Range | 664936 |
| Interquartile range (IQR) | 33219 |
Descriptive statistics
| Standard deviation | 25173.077 |
|---|---|
| Coefficient of variation (CV) | 0.48180672 |
| Kurtosis | 159.6367 |
| Mean | 52247.251 |
| Median Absolute Deviation (MAD) | 16557.5 |
| Skewness | 6.7634874 |
| Sum | 1.1577991 × 108 |
| Variance | 6.3368379 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7500 | 12 | 0.5% |
| 35860 | 4 | 0.2% |
| 37760 | 3 | 0.1% |
| 83844 | 3 | 0.1% |
| 63841 | 3 | 0.1% |
| 18929 | 3 | 0.1% |
| 47025 | 3 | 0.1% |
| 34176 | 3 | 0.1% |
| 48432 | 3 | 0.1% |
| 39922 | 3 | 0.1% |
| Other values (1964) | 2176 |
| Value | Count | Frequency (%) |
| 1730 | 1 | |
| 2447 | 1 | |
| 3502 | 1 | |
| 4023 | 1 | |
| 4428 | 1 | |
| 4861 | 1 | |
| 5305 | 1 | |
| 5648 | 1 | |
| 6560 | 1 | |
| 6835 | 1 |
| Value | Count | Frequency (%) |
| 666666 | 1 | |
| 162397 | 1 | |
| 160803 | 1 | |
| 157733 | 1 | |
| 157243 | 1 | |
| 157146 | 1 | |
| 156924 | 1 | |
| 153924 | 1 | |
| 113734 | 1 | |
| 105471 | 1 |
kidhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 46 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1283 | |
| 1 | 887 | |
| 2 | 46 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1283 | |
| 1 | 887 | |
| 2 | 46 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1283 | |
| 1 | 887 | |
| 2 | 46 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1283 | |
| 1 | 887 | |
| 2 | 46 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1283 | |
| 1 | 887 | |
| 2 | 46 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1283 | |
| 1 | 887 | |
| 2 | 46 | 2.1% |
teenhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 51 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1147 | |
| 1 | 1018 | |
| 2 | 51 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1147 | |
| 1 | 1018 | |
| 2 | 51 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1147 | |
| 1 | 1018 | |
| 2 | 51 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1147 | |
| 1 | 1018 | |
| 2 | 51 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1147 | |
| 1 | 1018 | |
| 2 | 51 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1147 | |
| 1 | 1018 | |
| 2 | 51 | 2.3% |
dt_customer
Date
| Distinct | 662 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| Minimum | 2012-07-30 00:00:00 |
|---|---|
| Maximum | 2014-06-29 00:00:00 |
recency
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.012635 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 28 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 24 |
| median | 49 |
| Q3 | 74 |
| 95-th percentile | 94 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 28.948352 |
|---|---|
| Coefficient of variation (CV) | 0.59063038 |
| Kurtosis | -1.1997769 |
| Mean | 49.012635 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.0016477067 |
| Sum | 108612 |
| Variance | 838.00706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 37 | 1.7% |
| 30 | 32 | 1.4% |
| 54 | 32 | 1.4% |
| 46 | 31 | 1.4% |
| 92 | 30 | 1.4% |
| 65 | 30 | 1.4% |
| 71 | 29 | 1.3% |
| 3 | 29 | 1.3% |
| 29 | 29 | 1.3% |
| 49 | 29 | 1.3% |
| Other values (90) | 1908 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 24 | |
| 2 | 28 | |
| 3 | 29 | |
| 4 | 26 | |
| 5 | 15 | |
| 6 | 21 | |
| 7 | 12 | |
| 8 | 25 | |
| 9 | 24 |
| Value | Count | Frequency (%) |
| 99 | 17 | |
| 98 | 22 | |
| 97 | 20 | |
| 96 | 23 | |
| 95 | 18 | |
| 94 | 26 | |
| 93 | 21 | |
| 92 | 30 | |
| 91 | 18 | |
| 90 | 20 |
mnt_wines
Real number (ℝ)
| Distinct | 776 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305.09161 |
| Minimum | 0 |
|---|---|
| Maximum | 1493 |
| Zeros | 13 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 24 |
| median | 174.5 |
| Q3 | 505 |
| 95-th percentile | 1000.25 |
| Maximum | 1493 |
| Range | 1493 |
| Interquartile range (IQR) | 481 |
Descriptive statistics
| Standard deviation | 337.32792 |
|---|---|
| Coefficient of variation (CV) | 1.1056611 |
| Kurtosis | 0.58274112 |
| Mean | 305.09161 |
| Median Absolute Deviation (MAD) | 165.5 |
| Skewness | 1.1707201 |
| Sum | 676083 |
| Variance | 113790.13 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 42 | 1.9% |
| 1 | 37 | 1.7% |
| 6 | 37 | 1.7% |
| 5 | 37 | 1.7% |
| 4 | 33 | 1.5% |
| 8 | 30 | 1.4% |
| 3 | 30 | 1.4% |
| 9 | 28 | 1.3% |
| 12 | 25 | 1.1% |
| 14 | 24 | 1.1% |
| Other values (766) | 1893 |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.6% |
| 1 | 37 | |
| 2 | 42 | |
| 3 | 30 | |
| 4 | 33 | |
| 5 | 37 | |
| 6 | 37 | |
| 7 | 21 | |
| 8 | 30 | |
| 9 | 28 |
| Value | Count | Frequency (%) |
| 1493 | 1 | |
| 1492 | 2 | |
| 1486 | 1 | |
| 1478 | 2 | |
| 1462 | 1 | |
| 1459 | 1 | |
| 1449 | 1 | |
| 1396 | 1 | |
| 1394 | 1 | |
| 1379 | 1 |
mnt_fruits
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 158 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.356047 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 395 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 122.25 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 39.793917 |
|---|---|
| Coefficient of variation (CV) | 1.5098591 |
| Kurtosis | 4.0540815 |
| Mean | 26.356047 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.1016575 |
| Sum | 58405 |
| Variance | 1583.5558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 395 | 17.8% |
| 1 | 158 | 7.1% |
| 2 | 119 | 5.4% |
| 3 | 114 | 5.1% |
| 4 | 103 | 4.6% |
| 7 | 67 | 3.0% |
| 5 | 62 | 2.8% |
| 6 | 62 | 2.8% |
| 12 | 50 | 2.3% |
| 8 | 48 | 2.2% |
| Other values (148) | 1038 |
| Value | Count | Frequency (%) |
| 0 | 395 | |
| 1 | 158 | 7.1% |
| 2 | 119 | 5.4% |
| 3 | 114 | 5.1% |
| 4 | 103 | 4.6% |
| 5 | 62 | 2.8% |
| 6 | 62 | 2.8% |
| 7 | 67 | 3.0% |
| 8 | 48 | 2.2% |
| 9 | 35 | 1.6% |
| Value | Count | Frequency (%) |
| 199 | 2 | |
| 197 | 1 | < 0.1% |
| 194 | 3 | |
| 193 | 2 | |
| 190 | 1 | < 0.1% |
| 189 | 1 | < 0.1% |
| 185 | 2 | |
| 184 | 1 | < 0.1% |
| 183 | 3 | |
| 181 | 1 | < 0.1% |
mnt_meat_products
Real number (ℝ)
| Distinct | 554 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.99594 |
| Minimum | 0 |
|---|---|
| Maximum | 1725 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 16 |
| median | 68 |
| Q3 | 232.25 |
| 95-th percentile | 687.5 |
| Maximum | 1725 |
| Range | 1725 |
| Interquartile range (IQR) | 216.25 |
Descriptive statistics
| Standard deviation | 224.28327 |
|---|---|
| Coefficient of variation (CV) | 1.3430463 |
| Kurtosis | 5.0554767 |
| Mean | 166.99594 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | 2.0255768 |
| Sum | 370063 |
| Variance | 50302.986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 53 | 2.4% |
| 5 | 50 | 2.3% |
| 11 | 49 | 2.2% |
| 8 | 45 | 2.0% |
| 6 | 42 | 1.9% |
| 10 | 40 | 1.8% |
| 3 | 39 | 1.8% |
| 9 | 37 | 1.7% |
| 16 | 35 | 1.6% |
| 12 | 34 | 1.5% |
| Other values (544) | 1792 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 14 | 0.6% |
| 2 | 30 | |
| 3 | 39 | |
| 4 | 30 | |
| 5 | 50 | |
| 6 | 42 | |
| 7 | 53 | |
| 8 | 45 | |
| 9 | 37 |
| Value | Count | Frequency (%) |
| 1725 | 2 | |
| 1622 | 1 | |
| 1582 | 1 | |
| 984 | 1 | |
| 981 | 1 | |
| 974 | 1 | |
| 968 | 1 | |
| 961 | 1 | |
| 951 | 2 | |
| 946 | 1 |
mnt_fish_products
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 182 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.637635 |
| Minimum | 0 |
|---|---|
| Maximum | 259 |
| Zeros | 379 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 12 |
| Q3 | 50 |
| 95-th percentile | 169 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 54.752082 |
|---|---|
| Coefficient of variation (CV) | 1.4547163 |
| Kurtosis | 3.0764763 |
| Mean | 37.637635 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.916369 |
| Sum | 83405 |
| Variance | 2997.7905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 379 | 17.1% |
| 2 | 152 | 6.9% |
| 3 | 128 | 5.8% |
| 4 | 108 | 4.9% |
| 6 | 81 | 3.7% |
| 7 | 66 | 3.0% |
| 8 | 58 | 2.6% |
| 10 | 54 | 2.4% |
| 13 | 48 | 2.2% |
| 11 | 46 | 2.1% |
| Other values (172) | 1096 |
| Value | Count | Frequency (%) |
| 0 | 379 | |
| 1 | 10 | 0.5% |
| 2 | 152 | |
| 3 | 128 | 5.8% |
| 4 | 108 | 4.9% |
| 5 | 1 | < 0.1% |
| 6 | 81 | 3.7% |
| 7 | 66 | 3.0% |
| 8 | 58 | 2.6% |
| 10 | 54 | 2.4% |
| Value | Count | Frequency (%) |
| 259 | 1 | < 0.1% |
| 258 | 3 | |
| 254 | 1 | < 0.1% |
| 253 | 1 | < 0.1% |
| 250 | 3 | |
| 247 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| 242 | 1 | < 0.1% |
| 240 | 2 | |
| 237 | 2 |
mnt_sweet_products
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 176 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.028881 |
| Minimum | 0 |
|---|---|
| Maximum | 262 |
| Zeros | 413 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 125.25 |
| Maximum | 262 |
| Range | 262 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 41.072046 |
|---|---|
| Coefficient of variation (CV) | 1.5195615 |
| Kurtosis | 4.1061406 |
| Mean | 27.028881 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.1033276 |
| Sum | 59896 |
| Variance | 1686.9129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 413 | 18.6% |
| 1 | 161 | 7.3% |
| 2 | 123 | 5.6% |
| 3 | 101 | 4.6% |
| 4 | 80 | 3.6% |
| 5 | 65 | 2.9% |
| 6 | 63 | 2.8% |
| 7 | 57 | 2.6% |
| 8 | 56 | 2.5% |
| 12 | 45 | 2.0% |
| Other values (166) | 1052 |
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 1 | 161 | 7.3% |
| 2 | 123 | 5.6% |
| 3 | 101 | 4.6% |
| 4 | 80 | 3.6% |
| 5 | 65 | 2.9% |
| 6 | 63 | 2.8% |
| 7 | 57 | 2.6% |
| 8 | 56 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 262 | 1 | < 0.1% |
| 198 | 1 | < 0.1% |
| 197 | 1 | < 0.1% |
| 196 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 194 | 3 | |
| 192 | 3 | |
| 191 | 1 | < 0.1% |
| 189 | 2 | |
| 188 | 1 | < 0.1% |
mnt_gold_prods
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 212 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.965253 |
| Minimum | 0 |
|---|---|
| Maximum | 321 |
| Zeros | 61 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 24.5 |
| Q3 | 56 |
| 95-th percentile | 165.25 |
| Maximum | 321 |
| Range | 321 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 51.815414 |
|---|---|
| Coefficient of variation (CV) | 1.1785538 |
| Kurtosis | 3.1563419 |
| Mean | 43.965253 |
| Median Absolute Deviation (MAD) | 18.5 |
| Skewness | 1.8392309 |
| Sum | 97427 |
| Variance | 2684.8372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 71 | 3.2% |
| 4 | 69 | 3.1% |
| 3 | 68 | 3.1% |
| 12 | 63 | 2.8% |
| 5 | 63 | 2.8% |
| 2 | 62 | 2.8% |
| 0 | 61 | 2.8% |
| 6 | 55 | 2.5% |
| 7 | 52 | 2.3% |
| 10 | 49 | 2.2% |
| Other values (202) | 1603 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 71 | |
| 2 | 62 | |
| 3 | 68 | |
| 4 | 69 | |
| 5 | 63 | |
| 6 | 55 | |
| 7 | 52 | |
| 8 | 40 | |
| 9 | 43 |
| Value | Count | Frequency (%) |
| 321 | 1 | < 0.1% |
| 291 | 1 | < 0.1% |
| 262 | 1 | < 0.1% |
| 249 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 247 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| 245 | 1 | < 0.1% |
| 242 | 2 | 0.1% |
| 241 | 6 |
num_deals_purchases
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.323556 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 44 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9237156 |
|---|---|
| Coefficient of variation (CV) | 0.82791879 |
| Kurtosis | 8.9744901 |
| Mean | 2.323556 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4152718 |
| Sum | 5149 |
| Variance | 3.7006819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 960 | |
| 2 | 493 | |
| 3 | 293 | 13.2% |
| 4 | 188 | 8.5% |
| 5 | 94 | 4.2% |
| 6 | 60 | 2.7% |
| 0 | 44 | 2.0% |
| 7 | 39 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Other values (5) | 23 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 44 | 2.0% |
| 1 | 960 | |
| 2 | 493 | |
| 3 | 293 | 13.2% |
| 4 | 188 | 8.5% |
| 5 | 94 | 4.2% |
| 6 | 60 | 2.7% |
| 7 | 39 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 15 | 7 | 0.3% |
| 13 | 3 | 0.1% |
| 12 | 3 | 0.1% |
| 11 | 5 | 0.2% |
| 10 | 5 | 0.2% |
| 9 | 8 | 0.4% |
| 8 | 14 | 0.6% |
| 7 | 39 | |
| 6 | 60 | |
| 5 | 94 |
num_web_purchases
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0852888 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 48 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7409511 |
|---|---|
| Coefficient of variation (CV) | 0.67093202 |
| Kurtosis | 4.0721368 |
| Mean | 4.0852888 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.197037 |
| Sum | 9053 |
| Variance | 7.5128128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 368 | |
| 1 | 348 | |
| 3 | 334 | |
| 4 | 277 | |
| 5 | 219 | |
| 6 | 201 | |
| 7 | 154 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.4% |
| 0 | 48 | 2.2% |
| Other values (5) | 90 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 48 | 2.2% |
| 1 | 348 | |
| 2 | 368 | |
| 3 | 334 | |
| 4 | 277 | |
| 5 | 219 | |
| 6 | 201 | |
| 7 | 154 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.4% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 11 | 44 | 2.0% |
| 10 | 43 | 1.9% |
| 9 | 75 | 3.4% |
| 8 | 102 | |
| 7 | 154 | |
| 6 | 201 | |
| 5 | 219 |
num_catalog_purchases
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6710289 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 576 |
| Zeros (%) | 26.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9267336 |
|---|---|
| Coefficient of variation (CV) | 1.0957327 |
| Kurtosis | 8.0671262 |
| Mean | 2.6710289 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.8810751 |
| Sum | 5919 |
| Variance | 8.5657698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 576 | |
| 1 | 492 | |
| 2 | 274 | |
| 3 | 182 | 8.2% |
| 4 | 181 | 8.2% |
| 5 | 137 | 6.2% |
| 6 | 128 | 5.8% |
| 7 | 79 | 3.6% |
| 8 | 55 | 2.5% |
| 10 | 47 | 2.1% |
| Other values (4) | 65 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 576 | |
| 1 | 492 | |
| 2 | 274 | |
| 3 | 182 | 8.2% |
| 4 | 181 | 8.2% |
| 5 | 137 | 6.2% |
| 6 | 128 | 5.8% |
| 7 | 79 | 3.6% |
| 8 | 55 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 28 | 3 | 0.1% |
| 22 | 1 | < 0.1% |
| 11 | 19 | 0.9% |
| 10 | 47 | 2.1% |
| 9 | 42 | 1.9% |
| 8 | 55 | 2.5% |
| 7 | 79 | |
| 6 | 128 | |
| 5 | 137 | |
| 4 | 181 |
num_store_purchases
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8009928 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 14 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.2507848 |
|---|---|
| Coefficient of variation (CV) | 0.56038422 |
| Kurtosis | -0.62646219 |
| Mean | 5.8009928 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.7018263 |
| Sum | 12855 |
| Variance | 10.567602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 484 | |
| 4 | 319 | |
| 2 | 220 | |
| 5 | 211 | |
| 6 | 177 | 8.0% |
| 8 | 147 | 6.6% |
| 7 | 141 | 6.4% |
| 10 | 124 | 5.6% |
| 9 | 106 | 4.8% |
| 12 | 104 | 4.7% |
| Other values (4) | 183 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 14 | 0.6% |
| 1 | 6 | 0.3% |
| 2 | 220 | |
| 3 | 484 | |
| 4 | 319 | |
| 5 | 211 | |
| 6 | 177 | 8.0% |
| 7 | 141 | 6.4% |
| 8 | 147 | 6.6% |
| 9 | 106 | 4.8% |
| Value | Count | Frequency (%) |
| 13 | 83 | 3.7% |
| 12 | 104 | 4.7% |
| 11 | 80 | 3.6% |
| 10 | 124 | 5.6% |
| 9 | 106 | 4.8% |
| 8 | 147 | |
| 7 | 141 | |
| 6 | 177 | |
| 5 | 211 | |
| 4 | 319 |
num_web_visits_month
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3190433 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 10 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4253585 |
|---|---|
| Coefficient of variation (CV) | 0.45597646 |
| Kurtosis | 1.8525767 |
| Mean | 5.3190433 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.21804305 |
| Sum | 11787 |
| Variance | 5.8823641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 387 | |
| 8 | 340 | |
| 6 | 335 | |
| 5 | 279 | |
| 4 | 217 | |
| 3 | 203 | |
| 2 | 201 | |
| 1 | 150 | 6.8% |
| 9 | 82 | 3.7% |
| 0 | 10 | 0.5% |
| Other values (6) | 12 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.5% |
| 1 | 150 | 6.8% |
| 2 | 201 | |
| 3 | 203 | |
| 4 | 217 | |
| 5 | 279 | |
| 6 | 335 | |
| 7 | 387 | |
| 8 | 340 | |
| 9 | 82 | 3.7% |
| Value | Count | Frequency (%) |
| 20 | 3 | 0.1% |
| 19 | 2 | 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 2 | 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 3 | 0.1% |
| 9 | 82 | 3.7% |
| 8 | 340 | |
| 7 | 387 | |
| 6 | 335 |
accepted_cmp3
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | 163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2053 | |
| 1 | 163 | 7.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2053 | |
| 1 | 163 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2053 | |
| 1 | 163 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2053 | |
| 1 | 163 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2053 | |
| 1 | 163 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2053 | |
| 1 | 163 | 7.4% |
accepted_cmp4
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | 164 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2052 | |
| 1 | 164 | 7.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2052 | |
| 1 | 164 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2052 | |
| 1 | 164 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2052 | |
| 1 | 164 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2052 | |
| 1 | 164 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2052 | |
| 1 | 164 | 7.4% |
accepted_cmp5
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | 162 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2054 | |
| 1 | 162 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2054 | |
| 1 | 162 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2054 | |
| 1 | 162 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2054 | |
| 1 | 162 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2054 | |
| 1 | 162 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2054 | |
| 1 | 162 | 7.3% |
accepted_cmp1
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | 142 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 142 | 6.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 142 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 142 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 142 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 142 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 142 | 6.4% |
accepted_cmp2
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | 30 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 30 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 30 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 30 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 30 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 30 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2186 | |
| 1 | 30 | 1.4% |
complain
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 21 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 21 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 21 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 21 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 21 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 21 | 0.9% |
z_cost_contact
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 3 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 2216 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2216 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2216 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2216 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2216 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2216 |
z_revenue
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 11 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4432 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 11 |
| 3rd row | 11 |
| 4th row | 11 |
| 5th row | 11 |
Common Values
| Value | Count | Frequency (%) |
| 11 | 2216 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 11 | 2216 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4432 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4432 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4432 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4432 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4432 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4432 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4432 |
age
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.179603 |
| Minimum | 24 |
|---|---|
| Maximum | 127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 43 |
| median | 50 |
| Q3 | 61 |
| 95-th percentile | 70 |
| Maximum | 127 |
| Range | 103 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.985554 |
|---|---|
| Coefficient of variation (CV) | 0.23418615 |
| Kurtosis | 0.73467044 |
| Mean | 51.179603 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.35366147 |
| Sum | 113414 |
| Variance | 143.65351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 89 | 4.0% |
| 49 | 86 | 3.9% |
| 45 | 83 | 3.7% |
| 48 | 78 | 3.5% |
| 42 | 76 | 3.4% |
| 50 | 75 | 3.4% |
| 55 | 74 | 3.3% |
| 47 | 72 | 3.2% |
| 51 | 70 | 3.2% |
| 46 | 69 | 3.1% |
| Other values (49) | 1444 |
| Value | Count | Frequency (%) |
| 24 | 2 | 0.1% |
| 25 | 5 | 0.2% |
| 26 | 3 | 0.1% |
| 27 | 5 | 0.2% |
| 28 | 13 | |
| 29 | 15 | |
| 30 | 18 | |
| 31 | 29 | |
| 32 | 29 | |
| 33 | 27 |
| Value | Count | Frequency (%) |
| 127 | 1 | < 0.1% |
| 121 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 77 | 6 | 0.3% |
| 76 | 7 | |
| 75 | 8 | |
| 74 | 16 | |
| 73 | 16 |
n_family_members
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | |
| 5 | 31 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 880 | |
| 2 | 757 | |
| 4 | 296 | 13.4% |
| 1 | 252 | 11.4% |
| 5 | 31 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 880 | |
| 2 | 757 | |
| 4 | 296 | 13.4% |
| 1 | 252 | 11.4% |
| 5 | 31 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 880 | |
| 2 | 757 | |
| 4 | 296 | 13.4% |
| 1 | 252 | 11.4% |
| 5 | 31 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 880 | |
| 2 | 757 | |
| 4 | 296 | 13.4% |
| 1 | 252 | 11.4% |
| 5 | 31 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 880 | |
| 2 | 757 | |
| 4 | 296 | 13.4% |
| 1 | 252 | 11.4% |
| 5 | 31 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 880 | |
| 2 | 757 | |
| 4 | 296 | 13.4% |
| 1 | 252 | 11.4% |
| 5 | 31 | 1.4% |
n_sons
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 50 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1117 | |
| 0 | 633 | |
| 2 | 416 | 18.8% |
| 3 | 50 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1117 | |
| 0 | 633 | |
| 2 | 416 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1117 | |
| 0 | 633 | |
| 2 | 416 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1117 | |
| 0 | 633 | |
| 2 | 416 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1117 | |
| 0 | 633 | |
| 2 | 416 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1117 | |
| 0 | 633 | |
| 2 | 416 | 18.8% |
| 3 | 50 | 2.3% |
days_since_signup
Real number (ℝ)
| Distinct | 662 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 353.52121 |
| Minimum | 0 |
|---|---|
| Maximum | 699 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 180 |
| median | 355.5 |
| Q3 | 529 |
| 95-th percentile | 667 |
| Maximum | 699 |
| Range | 699 |
| Interquartile range (IQR) | 349 |
Descriptive statistics
| Standard deviation | 202.43467 |
|---|---|
| Coefficient of variation (CV) | 0.57262383 |
| Kurtosis | -1.1998022 |
| Mean | 353.52121 |
| Median Absolute Deviation (MAD) | 174.5 |
| Skewness | -0.016922159 |
| Sum | 783403 |
| Variance | 40979.795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 667 | 12 | 0.5% |
| 655 | 11 | 0.5% |
| 500 | 11 | 0.5% |
| 48 | 11 | 0.5% |
| 313 | 10 | 0.5% |
| 38 | 10 | 0.5% |
| 120 | 9 | 0.4% |
| 98 | 9 | 0.4% |
| 85 | 9 | 0.4% |
| 543 | 9 | 0.4% |
| Other values (652) | 2115 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 5 | |
| 5 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| 7 | 5 | |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 699 | 1 | < 0.1% |
| 698 | 1 | < 0.1% |
| 697 | 4 | |
| 696 | 3 | |
| 695 | 5 | |
| 694 | 4 | |
| 693 | 1 | < 0.1% |
| 692 | 3 | |
| 691 | 4 | |
| 690 | 7 |
income_per_member
Real number (ℝ)
| Distinct | 1984 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24993.109 |
| Minimum | 815.66667 |
|---|---|
| Maximum | 222222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 815.66667 |
|---|---|
| 5-th percentile | 6798 |
| Q1 | 12105 |
| median | 18650.833 |
| Q3 | 32003 |
| 95-th percentile | 74692.5 |
| Maximum | 222222 |
| Range | 221406.33 |
| Interquartile range (IQR) | 19898 |
Descriptive statistics
| Standard deviation | 19938.134 |
|---|---|
| Coefficient of variation (CV) | 0.79774527 |
| Kurtosis | 7.2809277 |
| Mean | 24993.109 |
| Median Absolute Deviation (MAD) | 7731.1667 |
| Skewness | 2.1527044 |
| Sum | 55384729 |
| Variance | 3.9752919 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2500 | 7 | 0.3% |
| 3750 | 5 | 0.2% |
| 11953.33333 | 4 | 0.2% |
| 22481.66667 | 3 | 0.1% |
| 12787 | 3 | 0.1% |
| 24216 | 3 | 0.1% |
| 13307.33333 | 3 | 0.1% |
| 9345 | 3 | 0.1% |
| 18880 | 3 | 0.1% |
| 15366 | 3 | 0.1% |
| Other values (1974) | 2179 |
| Value | Count | Frequency (%) |
| 815.6666667 | 1 | < 0.1% |
| 1005.75 | 1 | < 0.1% |
| 1412 | 1 | < 0.1% |
| 1476 | 1 | < 0.1% |
| 1730 | 1 | < 0.1% |
| 1751 | 1 | < 0.1% |
| 1768.333333 | 1 | < 0.1% |
| 2278.333333 | 1 | < 0.1% |
| 2381.333333 | 1 | < 0.1% |
| 2500 | 7 |
| Value | Count | Frequency (%) |
| 222222 | 1 | |
| 153924 | 1 | |
| 113734 | 1 | |
| 102692 | 1 | |
| 101970 | 1 | |
| 98777 | 2 | |
| 96843 | 1 | |
| 95529 | 1 | |
| 95169 | 1 | |
| 93790 | 1 |
total_spent
Real number (ℝ)
| Distinct | 1047 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 607.07536 |
| Minimum | 5 |
|---|---|
| Maximum | 2525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 69 |
| median | 396.5 |
| Q3 | 1048 |
| 95-th percentile | 1778.25 |
| Maximum | 2525 |
| Range | 2520 |
| Interquartile range (IQR) | 979 |
Descriptive statistics
| Standard deviation | 602.90048 |
|---|---|
| Coefficient of variation (CV) | 0.99312295 |
| Kurtosis | -0.34653478 |
| Mean | 607.07536 |
| Median Absolute Deviation (MAD) | 353.5 |
| Skewness | 0.8580548 |
| Sum | 1345279 |
| Variance | 363488.98 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 18 | 0.8% |
| 46 | 18 | 0.8% |
| 57 | 16 | 0.7% |
| 55 | 15 | 0.7% |
| 44 | 15 | 0.7% |
| 38 | 14 | 0.6% |
| 37 | 14 | 0.6% |
| 43 | 14 | 0.6% |
| 20 | 14 | 0.6% |
| 48 | 14 | 0.6% |
| Other values (1037) | 2064 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 2 | 0.1% |
| 8 | 4 | 0.2% |
| 9 | 2 | 0.1% |
| 10 | 5 | |
| 11 | 5 | |
| 12 | 2 | 0.1% |
| 13 | 6 | |
| 14 | 3 | 0.1% |
| 15 | 10 |
| Value | Count | Frequency (%) |
| 2525 | 2 | |
| 2524 | 1 | |
| 2486 | 1 | |
| 2440 | 1 | |
| 2352 | 1 | |
| 2349 | 1 | |
| 2346 | 1 | |
| 2302 | 2 | |
| 2283 | 1 | |
| 2279 | 1 |
total_accepted
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 81 |
| 3 | 44 |
| 4 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 323 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 323 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 323 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 323 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 323 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 323 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
response
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2216 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 1 | 333 | 15.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 1 | 333 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 1 | 333 | 15.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2216 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 1 | 333 | 15.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2216 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 1 | 333 | 15.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 1 | 333 | 15.0% |
| id | year_birth | income | recency | mnt_wines | mnt_fruits | mnt_meat_products | mnt_fish_products | mnt_sweet_products | mnt_gold_prods | num_deals_purchases | num_web_purchases | num_catalog_purchases | num_store_purchases | num_web_visits_month | age | days_since_signup | income_per_member | total_spent | education | marital_status | kidhome | teenhome | accepted_cmp3 | accepted_cmp4 | accepted_cmp5 | accepted_cmp1 | accepted_cmp2 | complain | n_family_members | n_sons | total_accepted | response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | 0.005 | 0.004 | -0.044 | -0.025 | -0.020 | -0.014 | -0.030 | -0.033 | -0.041 | -0.027 | -0.025 | -0.011 | -0.022 | -0.012 | -0.005 | -0.003 | -0.007 | -0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 |
| year_birth | 0.005 | 1.000 | -0.217 | -0.017 | -0.235 | -0.026 | -0.113 | -0.030 | 0.002 | -0.076 | -0.085 | -0.166 | -0.179 | -0.167 | 0.134 | -1.000 | 0.015 | -0.155 | -0.159 | 0.113 | 0.091 | 0.221 | 0.307 | 0.053 | 0.052 | 0.083 | 0.053 | 0.000 | 0.138 | 0.135 | 0.182 | 0.043 | 0.000 |
| income | 0.004 | -0.217 | 1.000 | 0.008 | 0.830 | 0.582 | 0.817 | 0.577 | 0.567 | 0.506 | -0.196 | 0.573 | 0.792 | 0.732 | -0.644 | 0.217 | -0.023 | 0.863 | 0.851 | 0.054 | 0.000 | 0.286 | 0.174 | 0.000 | 0.139 | 0.449 | 0.362 | 0.067 | 0.000 | 0.229 | 0.304 | 0.217 | 0.192 |
| recency | -0.044 | -0.017 | 0.008 | 1.000 | 0.017 | 0.025 | 0.026 | 0.013 | 0.024 | 0.017 | 0.008 | -0.002 | 0.029 | 0.004 | -0.019 | 0.017 | 0.026 | -0.001 | 0.019 | 0.000 | 0.026 | 0.066 | 0.050 | 0.043 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.030 | 0.031 | 0.000 | 0.209 |
| mnt_wines | -0.025 | -0.235 | 0.830 | 0.017 | 1.000 | 0.517 | 0.824 | 0.522 | 0.505 | 0.575 | 0.054 | 0.742 | 0.823 | 0.805 | -0.391 | 0.235 | 0.156 | 0.745 | 0.928 | 0.115 | 0.015 | 0.407 | 0.112 | 0.094 | 0.397 | 0.518 | 0.356 | 0.301 | 0.000 | 0.154 | 0.217 | 0.303 | 0.267 |
| mnt_fruits | -0.020 | -0.026 | 0.582 | 0.025 | 0.517 | 1.000 | 0.714 | 0.704 | 0.691 | 0.570 | -0.112 | 0.473 | 0.633 | 0.582 | -0.444 | 0.026 | 0.129 | 0.598 | 0.683 | 0.071 | 0.029 | 0.314 | 0.121 | 0.000 | 0.069 | 0.284 | 0.259 | 0.000 | 0.000 | 0.185 | 0.268 | 0.131 | 0.152 |
| mnt_meat_products | -0.014 | -0.113 | 0.817 | 0.026 | 0.824 | 0.714 | 1.000 | 0.726 | 0.698 | 0.640 | -0.034 | 0.683 | 0.854 | 0.780 | -0.494 | 0.113 | 0.155 | 0.781 | 0.940 | 0.055 | 0.031 | 0.322 | 0.226 | 0.027 | 0.097 | 0.377 | 0.310 | 0.034 | 0.000 | 0.236 | 0.349 | 0.160 | 0.241 |
| mnt_fish_products | -0.030 | -0.030 | 0.577 | 0.013 | 0.522 | 0.704 | 0.726 | 1.000 | 0.700 | 0.565 | -0.124 | 0.466 | 0.656 | 0.581 | -0.460 | 0.030 | 0.131 | 0.600 | 0.695 | 0.064 | 0.051 | 0.325 | 0.140 | 0.077 | 0.010 | 0.266 | 0.269 | 0.048 | 0.000 | 0.198 | 0.286 | 0.120 | 0.128 |
| mnt_sweet_products | -0.033 | 0.002 | 0.567 | 0.024 | 0.505 | 0.691 | 0.698 | 0.700 | 1.000 | 0.541 | -0.108 | 0.462 | 0.628 | 0.581 | -0.449 | -0.002 | 0.116 | 0.574 | 0.670 | 0.069 | 0.000 | 0.294 | 0.101 | 0.000 | 0.025 | 0.267 | 0.256 | 0.047 | 0.000 | 0.173 | 0.248 | 0.117 | 0.111 |
| mnt_gold_prods | -0.041 | -0.076 | 0.506 | 0.017 | 0.575 | 0.570 | 0.640 | 0.565 | 0.541 | 1.000 | 0.090 | 0.578 | 0.649 | 0.540 | -0.258 | 0.076 | 0.225 | 0.507 | 0.692 | 0.065 | 0.059 | 0.270 | 0.062 | 0.125 | 0.068 | 0.181 | 0.198 | 0.085 | 0.000 | 0.120 | 0.162 | 0.112 | 0.158 |
| num_deals_purchases | -0.027 | -0.085 | -0.196 | 0.008 | 0.054 | -0.112 | -0.034 | -0.124 | -0.108 | 0.090 | 1.000 | 0.284 | -0.044 | 0.097 | 0.396 | 0.085 | 0.217 | -0.323 | -0.016 | 0.000 | 0.018 | 0.212 | 0.347 | 0.000 | 0.059 | 0.245 | 0.166 | 0.000 | 0.000 | 0.270 | 0.368 | 0.077 | 0.098 |
| num_web_purchases | -0.025 | -0.166 | 0.573 | -0.002 | 0.742 | 0.473 | 0.683 | 0.466 | 0.462 | 0.578 | 0.284 | 1.000 | 0.621 | 0.674 | -0.097 | 0.166 | 0.201 | 0.512 | 0.729 | 0.083 | 0.036 | 0.294 | 0.161 | 0.022 | 0.159 | 0.171 | 0.167 | 0.000 | 0.000 | 0.094 | 0.149 | 0.110 | 0.164 |
| num_catalog_purchases | -0.011 | -0.179 | 0.792 | 0.029 | 0.823 | 0.633 | 0.854 | 0.656 | 0.628 | 0.649 | -0.044 | 0.621 | 1.000 | 0.707 | -0.539 | 0.179 | 0.127 | 0.753 | 0.894 | 0.065 | 0.000 | 0.387 | 0.119 | 0.088 | 0.191 | 0.360 | 0.315 | 0.111 | 0.000 | 0.201 | 0.293 | 0.190 | 0.219 |
| num_store_purchases | -0.022 | -0.167 | 0.732 | 0.004 | 0.805 | 0.582 | 0.780 | 0.581 | 0.581 | 0.540 | 0.097 | 0.674 | 0.707 | 1.000 | -0.458 | 0.167 | 0.115 | 0.677 | 0.806 | 0.107 | 0.024 | 0.403 | 0.084 | 0.179 | 0.214 | 0.228 | 0.195 | 0.081 | 0.000 | 0.137 | 0.200 | 0.136 | 0.149 |
| num_web_visits_month | -0.012 | 0.134 | -0.644 | -0.019 | -0.391 | -0.444 | -0.494 | -0.460 | -0.449 | -0.258 | 0.396 | -0.097 | -0.539 | -0.458 | 1.000 | -0.134 | 0.305 | -0.617 | -0.476 | 0.054 | 0.000 | 0.345 | 0.216 | 0.078 | 0.000 | 0.308 | 0.204 | 0.000 | 0.000 | 0.214 | 0.324 | 0.094 | 0.121 |
| age | -0.005 | -1.000 | 0.217 | 0.017 | 0.235 | 0.026 | 0.113 | 0.030 | -0.002 | 0.076 | 0.085 | 0.166 | 0.179 | 0.167 | -0.134 | 1.000 | -0.015 | 0.155 | 0.159 | 0.113 | 0.091 | 0.221 | 0.307 | 0.053 | 0.052 | 0.083 | 0.053 | 0.000 | 0.138 | 0.135 | 0.182 | 0.043 | 0.000 |
| days_since_signup | -0.003 | 0.015 | -0.023 | 0.026 | 0.156 | 0.129 | 0.155 | 0.131 | 0.116 | 0.225 | 0.217 | 0.201 | 0.127 | 0.115 | 0.305 | -0.015 | 1.000 | 0.002 | 0.184 | 0.045 | 0.026 | 0.039 | 0.000 | 0.007 | 0.009 | 0.000 | 0.000 | 0.000 | 0.049 | 0.027 | 0.032 | 0.016 | 0.201 |
| income_per_member | -0.007 | -0.155 | 0.863 | -0.001 | 0.745 | 0.598 | 0.781 | 0.600 | 0.574 | 0.507 | -0.323 | 0.512 | 0.753 | 0.677 | -0.617 | 0.155 | 0.002 | 1.000 | 0.803 | 0.059 | 0.162 | 0.410 | 0.242 | 0.000 | 0.202 | 0.405 | 0.320 | 0.118 | 0.000 | 0.506 | 0.402 | 0.193 | 0.303 |
| total_spent | -0.025 | -0.159 | 0.851 | 0.019 | 0.928 | 0.683 | 0.940 | 0.695 | 0.670 | 0.692 | -0.016 | 0.729 | 0.894 | 0.806 | -0.476 | 0.159 | 0.184 | 0.803 | 1.000 | 0.093 | 0.022 | 0.438 | 0.225 | 0.056 | 0.247 | 0.526 | 0.417 | 0.152 | 0.000 | 0.221 | 0.324 | 0.266 | 0.293 |
| education | 0.000 | 0.113 | 0.054 | 0.000 | 0.115 | 0.071 | 0.055 | 0.064 | 0.069 | 0.065 | 0.000 | 0.083 | 0.065 | 0.107 | 0.054 | 0.113 | 0.045 | 0.059 | 0.093 | 1.000 | 0.000 | 0.051 | 0.105 | 0.000 | 0.053 | 0.034 | 0.032 | 0.017 | 0.039 | 0.033 | 0.033 | 0.000 | 0.093 |
| marital_status | 0.000 | 0.091 | 0.000 | 0.026 | 0.015 | 0.029 | 0.031 | 0.051 | 0.000 | 0.059 | 0.018 | 0.036 | 0.000 | 0.024 | 0.000 | 0.091 | 0.026 | 0.162 | 0.022 | 0.000 | 1.000 | 0.037 | 0.076 | 0.000 | 0.000 | 0.020 | 0.029 | 0.000 | 0.000 | 0.303 | 0.044 | 0.000 | 0.145 |
| kidhome | 0.000 | 0.221 | 0.286 | 0.066 | 0.407 | 0.314 | 0.322 | 0.325 | 0.294 | 0.270 | 0.212 | 0.294 | 0.387 | 0.403 | 0.345 | 0.221 | 0.039 | 0.410 | 0.438 | 0.051 | 0.037 | 1.000 | 0.052 | 0.030 | 0.162 | 0.209 | 0.184 | 0.079 | 0.028 | 0.526 | 0.621 | 0.151 | 0.073 |
| teenhome | 0.000 | 0.307 | 0.174 | 0.050 | 0.112 | 0.121 | 0.226 | 0.140 | 0.101 | 0.062 | 0.347 | 0.161 | 0.119 | 0.084 | 0.216 | 0.307 | 0.000 | 0.242 | 0.225 | 0.105 | 0.076 | 0.052 | 1.000 | 0.038 | 0.024 | 0.205 | 0.146 | 0.000 | 0.000 | 0.466 | 0.563 | 0.094 | 0.158 |
| accepted_cmp3 | 0.000 | 0.053 | 0.000 | 0.043 | 0.094 | 0.000 | 0.027 | 0.077 | 0.000 | 0.125 | 0.000 | 0.022 | 0.088 | 0.179 | 0.078 | 0.053 | 0.007 | 0.000 | 0.056 | 0.000 | 0.000 | 0.030 | 0.038 | 1.000 | 0.073 | 0.074 | 0.090 | 0.061 | 0.000 | 0.000 | 0.000 | 0.566 | 0.251 |
| accepted_cmp4 | 0.000 | 0.052 | 0.139 | 0.000 | 0.397 | 0.069 | 0.097 | 0.010 | 0.025 | 0.068 | 0.059 | 0.159 | 0.191 | 0.214 | 0.000 | 0.052 | 0.009 | 0.202 | 0.247 | 0.053 | 0.000 | 0.162 | 0.024 | 0.073 | 1.000 | 0.307 | 0.238 | 0.287 | 0.000 | 0.071 | 0.082 | 0.617 | 0.177 |
| accepted_cmp5 | 0.000 | 0.083 | 0.449 | 0.000 | 0.518 | 0.284 | 0.377 | 0.266 | 0.267 | 0.181 | 0.245 | 0.171 | 0.360 | 0.228 | 0.308 | 0.083 | 0.000 | 0.405 | 0.526 | 0.034 | 0.020 | 0.209 | 0.205 | 0.074 | 0.307 | 1.000 | 0.404 | 0.214 | 0.000 | 0.242 | 0.347 | 0.737 | 0.320 |
| accepted_cmp1 | 0.045 | 0.053 | 0.362 | 0.000 | 0.356 | 0.259 | 0.310 | 0.269 | 0.256 | 0.198 | 0.166 | 0.167 | 0.315 | 0.195 | 0.204 | 0.053 | 0.000 | 0.320 | 0.417 | 0.032 | 0.029 | 0.184 | 0.146 | 0.090 | 0.238 | 0.404 | 1.000 | 0.167 | 0.000 | 0.197 | 0.278 | 0.692 | 0.294 |
| accepted_cmp2 | 0.036 | 0.000 | 0.067 | 0.034 | 0.301 | 0.000 | 0.034 | 0.048 | 0.047 | 0.085 | 0.000 | 0.000 | 0.111 | 0.081 | 0.000 | 0.000 | 0.000 | 0.118 | 0.152 | 0.017 | 0.000 | 0.079 | 0.000 | 0.061 | 0.287 | 0.214 | 0.167 | 1.000 | 0.000 | 0.058 | 0.073 | 0.669 | 0.162 |
| complain | 0.000 | 0.138 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.138 | 0.049 | 0.000 | 0.000 | 0.039 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| n_family_members | 0.000 | 0.135 | 0.229 | 0.030 | 0.154 | 0.185 | 0.236 | 0.198 | 0.173 | 0.120 | 0.270 | 0.094 | 0.201 | 0.137 | 0.214 | 0.135 | 0.027 | 0.506 | 0.221 | 0.033 | 0.303 | 0.526 | 0.466 | 0.000 | 0.071 | 0.242 | 0.197 | 0.058 | 0.000 | 1.000 | 0.762 | 0.101 | 0.260 |
| n_sons | 0.000 | 0.182 | 0.304 | 0.031 | 0.217 | 0.268 | 0.349 | 0.286 | 0.248 | 0.162 | 0.368 | 0.149 | 0.293 | 0.200 | 0.324 | 0.182 | 0.032 | 0.402 | 0.324 | 0.033 | 0.044 | 0.621 | 0.563 | 0.000 | 0.082 | 0.347 | 0.278 | 0.073 | 0.000 | 0.762 | 1.000 | 0.160 | 0.203 |
| total_accepted | 0.000 | 0.043 | 0.217 | 0.000 | 0.303 | 0.131 | 0.160 | 0.120 | 0.117 | 0.112 | 0.077 | 0.110 | 0.190 | 0.136 | 0.094 | 0.043 | 0.016 | 0.193 | 0.266 | 0.000 | 0.000 | 0.151 | 0.094 | 0.566 | 0.617 | 0.737 | 0.692 | 0.669 | 0.000 | 0.101 | 0.160 | 1.000 | 0.426 |
| response | 0.034 | 0.000 | 0.192 | 0.209 | 0.267 | 0.152 | 0.241 | 0.128 | 0.111 | 0.158 | 0.098 | 0.164 | 0.219 | 0.149 | 0.121 | 0.000 | 0.201 | 0.303 | 0.293 | 0.093 | 0.145 | 0.073 | 0.158 | 0.251 | 0.177 | 0.320 | 0.294 | 0.162 | 0.000 | 0.260 | 0.203 | 0.426 | 1.000 |
| id | year_birth | education | marital_status | income | kidhome | teenhome | dt_customer | recency | mnt_wines | mnt_fruits | mnt_meat_products | mnt_fish_products | mnt_sweet_products | mnt_gold_prods | num_deals_purchases | num_web_purchases | num_catalog_purchases | num_store_purchases | num_web_visits_month | accepted_cmp3 | accepted_cmp4 | accepted_cmp5 | accepted_cmp1 | accepted_cmp2 | complain | z_cost_contact | z_revenue | age | n_family_members | n_sons | days_since_signup | income_per_member | total_spent | total_accepted | response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5524 | 1957 | Graduation | Single | 58138.0 | 0 | 0 | 2012-09-04 | 58 | 635 | 88 | 546 | 172 | 88 | 88 | 3 | 8 | 10 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 63 | 1 | 0 | 663 | 58138.000000 | 1617 | 0 | 1 |
| 1 | 2174 | 1954 | Graduation | Single | 46344.0 | 1 | 1 | 2014-03-08 | 38 | 11 | 1 | 6 | 2 | 1 | 6 | 2 | 1 | 1 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 66 | 3 | 2 | 113 | 15448.000000 | 27 | 0 | 0 |
| 2 | 4141 | 1965 | Graduation | Together | 71613.0 | 0 | 0 | 2013-08-21 | 26 | 426 | 49 | 127 | 111 | 21 | 42 | 1 | 8 | 2 | 10 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 55 | 2 | 0 | 312 | 35806.500000 | 776 | 0 | 0 |
| 3 | 6182 | 1984 | Graduation | Together | 26646.0 | 1 | 0 | 2014-02-10 | 26 | 11 | 4 | 20 | 10 | 3 | 5 | 2 | 2 | 0 | 4 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 36 | 3 | 1 | 139 | 8882.000000 | 53 | 0 | 0 |
| 4 | 5324 | 1981 | PhD | Married | 58293.0 | 1 | 0 | 2014-01-19 | 94 | 173 | 43 | 118 | 46 | 27 | 15 | 5 | 5 | 3 | 6 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 39 | 3 | 1 | 161 | 19431.000000 | 422 | 0 | 0 |
| 5 | 7446 | 1967 | Master | Together | 62513.0 | 0 | 1 | 2013-09-09 | 16 | 520 | 42 | 98 | 0 | 42 | 14 | 2 | 6 | 4 | 10 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 53 | 3 | 1 | 293 | 20837.666667 | 716 | 0 | 0 |
| 6 | 965 | 1971 | Graduation | Divorced | 55635.0 | 0 | 1 | 2012-11-13 | 34 | 235 | 65 | 164 | 50 | 49 | 27 | 4 | 7 | 3 | 7 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 49 | 2 | 1 | 593 | 27817.500000 | 590 | 0 | 0 |
| 7 | 6177 | 1985 | PhD | Married | 33454.0 | 1 | 0 | 2013-05-08 | 32 | 76 | 10 | 56 | 3 | 1 | 23 | 2 | 4 | 0 | 4 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 35 | 3 | 1 | 417 | 11151.333333 | 169 | 0 | 0 |
| 8 | 4855 | 1974 | PhD | Together | 30351.0 | 1 | 0 | 2013-06-06 | 19 | 14 | 0 | 24 | 3 | 3 | 2 | 1 | 3 | 0 | 2 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 46 | 3 | 1 | 388 | 10117.000000 | 46 | 0 | 1 |
| 9 | 5899 | 1950 | PhD | Together | 5648.0 | 1 | 1 | 2014-03-13 | 68 | 28 | 0 | 6 | 1 | 1 | 13 | 1 | 1 | 0 | 0 | 20 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 70 | 4 | 2 | 108 | 1412.000000 | 49 | 1 | 0 |
| id | year_birth | education | marital_status | income | kidhome | teenhome | dt_customer | recency | mnt_wines | mnt_fruits | mnt_meat_products | mnt_fish_products | mnt_sweet_products | mnt_gold_prods | num_deals_purchases | num_web_purchases | num_catalog_purchases | num_store_purchases | num_web_visits_month | accepted_cmp3 | accepted_cmp4 | accepted_cmp5 | accepted_cmp1 | accepted_cmp2 | complain | z_cost_contact | z_revenue | age | n_family_members | n_sons | days_since_signup | income_per_member | total_spent | total_accepted | response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2230 | 7004 | 1984 | Graduation | Single | 11012.0 | 1 | 0 | 2013-03-16 | 82 | 24 | 3 | 26 | 7 | 1 | 23 | 3 | 3 | 1 | 2 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 36 | 2 | 1 | 470 | 5506.000000 | 84 | 1 | 0 |
| 2231 | 9817 | 1970 | Master | Single | 44802.0 | 0 | 0 | 2012-08-21 | 71 | 853 | 10 | 143 | 13 | 10 | 20 | 2 | 9 | 4 | 12 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 50 | 1 | 0 | 677 | 44802.000000 | 1049 | 0 | 0 |
| 2232 | 8080 | 1986 | Graduation | Single | 26816.0 | 0 | 0 | 2012-08-17 | 50 | 5 | 1 | 6 | 3 | 4 | 3 | 1 | 0 | 0 | 3 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 34 | 1 | 0 | 681 | 26816.000000 | 22 | 0 | 0 |
| 2233 | 9432 | 1977 | Graduation | Together | 666666.0 | 1 | 0 | 2013-06-02 | 23 | 9 | 14 | 18 | 8 | 1 | 12 | 4 | 3 | 1 | 3 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 43 | 3 | 1 | 392 | 222222.000000 | 62 | 0 | 0 |
| 2234 | 8372 | 1974 | Graduation | Married | 34421.0 | 1 | 0 | 2013-07-01 | 81 | 3 | 3 | 7 | 6 | 2 | 9 | 1 | 1 | 0 | 2 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 46 | 3 | 1 | 363 | 11473.666667 | 30 | 0 | 0 |
| 2235 | 10870 | 1967 | Graduation | Married | 61223.0 | 0 | 1 | 2013-06-13 | 46 | 709 | 43 | 182 | 42 | 118 | 247 | 2 | 9 | 3 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 53 | 3 | 1 | 381 | 20407.666667 | 1341 | 0 | 0 |
| 2236 | 4001 | 1946 | PhD | Together | 64014.0 | 2 | 1 | 2014-06-10 | 56 | 406 | 0 | 30 | 0 | 0 | 8 | 7 | 8 | 2 | 5 | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 11 | 74 | 5 | 3 | 19 | 12802.800000 | 444 | 1 | 0 |
| 2237 | 7270 | 1981 | Graduation | Divorced | 56981.0 | 0 | 0 | 2014-01-25 | 91 | 908 | 48 | 217 | 32 | 12 | 24 | 1 | 2 | 3 | 13 | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 11 | 39 | 1 | 0 | 155 | 56981.000000 | 1241 | 1 | 0 |
| 2238 | 8235 | 1956 | Master | Together | 69245.0 | 0 | 1 | 2014-01-24 | 8 | 428 | 30 | 214 | 80 | 30 | 61 | 2 | 6 | 5 | 10 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 64 | 3 | 1 | 156 | 23081.666667 | 843 | 0 | 0 |
| 2239 | 9405 | 1954 | PhD | Married | 52869.0 | 1 | 1 | 2012-10-15 | 40 | 84 | 3 | 61 | 2 | 1 | 21 | 3 | 3 | 1 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 66 | 4 | 2 | 622 | 13217.250000 | 172 | 0 | 1 |